Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 6598 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 261 |
| Duplicate rows (%) | 4.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 160.0 B |
Variable types
| NUM | 19 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-25 01:15:33.432908 |
|---|---|
| Analysis finished | 2020-08-25 01:16:29.568325 |
| Duration | 56.14 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 261 (4.0%) duplicate rows | Duplicates |
f14 is highly correlated with f104 and 2 other fields | High correlation |
f104 is highly correlated with f14 and 1 other fields | High correlation |
f44 is highly correlated with f104 and 1 other fields | High correlation |
f74 is highly correlated with f14 | High correlation |
f59 has 151 (2.3%) zeros | Zeros |
f136
Real number (ℝ)
| Distinct count | 267 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -28.25947256744468 |
|---|---|
| Minimum | -196.0 |
| Maximum | 125.0 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -196 |
|---|---|
| 5-th percentile | -119 |
| Q1 | -84 |
| median | -26 |
| Q3 | -10 |
| 95-th percentile | 84 |
| Maximum | 125 |
| Range | 321 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 61.66430041 |
|---|---|
| Coefficient of variation (CV) | -2.182075418 |
| Kurtosis | -0.385447099 |
| Mean | -28.25947257 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 0.1796073262 |
| Sum | -186456 |
| Variance | 3802.485946 |
| Value | Count | Frequency (%) | |
| -20 | 255 | 3.9% | |
| -92 | 254 | 3.8% | |
| -23 | 226 | 3.4% | |
| -21 | 224 | 3.4% | |
| -27 | 205 | 3.1% | |
| -22 | 204 | 3.1% | |
| -26 | 195 | 3.0% | |
| -28 | 189 | 2.9% | |
| -93 | 167 | 2.5% | |
| -16 | 112 | 1.7% | |
| -94 | 99 | 1.5% | |
| -15 | 97 | 1.5% | |
| -37 | 93 | 1.4% | |
| -90 | 87 | 1.3% | |
| 63 | 83 | 1.3% | |
| -95 | 79 | 1.2% | |
| 64 | 78 | 1.2% | |
| -38 | 77 | 1.2% | |
| 88 | 73 | 1.1% | |
| -18 | 71 | 1.1% | |
| -29 | 68 | 1.0% | |
| -17 | 67 | 1.0% | |
| -91 | 66 | 1.0% | |
| -25 | 66 | 1.0% | |
| 84 | 57 | 0.9% | |
| Other values (242) | 3406 | 51.6% |
| Value | Count | Frequency (%) | |
| -196 | 4 | 0.1% | |
| -195 | 4 | 0.1% | |
| -194 | 10 | 0.2% | |
| -193 | 13 | 0.2% | |
| -192 | 2 | < 0.1% | |
| -175 | 1 | < 0.1% | |
| -167 | 1 | < 0.1% | |
| -163 | 3 | < 0.1% | |
| -162 | 12 | 0.2% | |
| -161 | 15 | 0.2% |
| Value | Count | Frequency (%) | |
| 125 | 1 | < 0.1% | |
| 124 | 4 | 0.1% | |
| 123 | 5 | 0.1% | |
| 122 | 5 | 0.1% | |
| 121 | 3 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 119 | 3 | < 0.1% | |
| 118 | 6 | 0.1% | |
| 117 | 1 | < 0.1% | |
| 116 | 2 | < 0.1% |
f29
Real number (ℝ)
| Distinct count | 278 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.520763867838738 |
|---|---|
| Minimum | -142.0 |
| Maximum | 174.0 |
| Zeros | 19 |
| Zeros (%) | 0.3% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -142 |
|---|---|
| 5-th percentile | -80 |
| Q1 | -44 |
| median | 9 |
| Q3 | 33 |
| 95-th percentile | 124 |
| Maximum | 174 |
| Range | 316 |
| Interquartile range (IQR) | 77 |
Descriptive statistics
| Standard deviation | 63.48476983 |
|---|---|
| Coefficient of variation (CV) | 7.450596075 |
| Kurtosis | -0.447862602 |
| Mean | 8.520763868 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 0.2421569935 |
| Sum | 56220 |
| Variance | 4030.316001 |
| Value | Count | Frequency (%) | |
| 25 | 343 | 5.2% | |
| 9 | 222 | 3.4% | |
| 11 | 213 | 3.2% | |
| -66 | 191 | 2.9% | |
| 8 | 179 | 2.7% | |
| 10 | 159 | 2.4% | |
| 5 | 147 | 2.2% | |
| 26 | 147 | 2.2% | |
| -65 | 140 | 2.1% | |
| 14 | 132 | 2.0% | |
| -62 | 105 | 1.6% | |
| -67 | 104 | 1.6% | |
| -37 | 100 | 1.5% | |
| 80 | 99 | 1.5% | |
| 6 | 95 | 1.4% | |
| -64 | 95 | 1.4% | |
| 126 | 84 | 1.3% | |
| 7 | 84 | 1.3% | |
| 24 | 71 | 1.1% | |
| -36 | 69 | 1.0% | |
| 22 | 66 | 1.0% | |
| 113 | 61 | 0.9% | |
| 124 | 61 | 0.9% | |
| 128 | 61 | 0.9% | |
| -61 | 58 | 0.9% | |
| Other values (253) | 3512 | 53.2% |
| Value | Count | Frequency (%) | |
| -142 | 6 | 0.1% | |
| -141 | 2 | < 0.1% | |
| -140 | 31 | 0.5% | |
| -139 | 6 | 0.1% | |
| -138 | 2 | < 0.1% | |
| -131 | 1 | < 0.1% | |
| -121 | 2 | < 0.1% | |
| -120 | 15 | 0.2% | |
| -119 | 7 | 0.1% | |
| -118 | 11 | 0.2% |
| Value | Count | Frequency (%) | |
| 174 | 4 | 0.1% | |
| 173 | 9 | 0.1% | |
| 172 | 9 | 0.1% | |
| 171 | 2 | < 0.1% | |
| 170 | 3 | < 0.1% | |
| 169 | 3 | < 0.1% | |
| 168 | 2 | < 0.1% | |
| 167 | 2 | < 0.1% | |
| 166 | 2 | < 0.1% | |
| 165 | 4 | 0.1% |
f118
Real number (ℝ)
| Distinct count | 354 |
|---|---|
| Unique (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -42.35874507426493 |
|---|---|
| Minimum | -212.0 |
| Maximum | 156.0 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -212 |
|---|---|
| 5-th percentile | -204 |
| Q1 | -176 |
| median | 14 |
| Q3 | 38 |
| 95-th percentile | 110 |
| Maximum | 156 |
| Range | 368 |
| Interquartile range (IQR) | 214 |
Descriptive statistics
| Standard deviation | 110.7014839 |
|---|---|
| Coefficient of variation (CV) | -2.613426901 |
| Kurtosis | -1.418015475 |
| Mean | -42.35874507 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | -0.3179706987 |
| Sum | -279483 |
| Variance | 12254.81853 |
| Value | Count | Frequency (%) | |
| 37 | 254 | 3.8% | |
| 36 | 187 | 2.8% | |
| 22 | 129 | 2.0% | |
| 38 | 124 | 1.9% | |
| 23 | 112 | 1.7% | |
| -202 | 106 | 1.6% | |
| -205 | 96 | 1.5% | |
| -199 | 94 | 1.4% | |
| -201 | 91 | 1.4% | |
| -200 | 86 | 1.3% | |
| -203 | 85 | 1.3% | |
| -198 | 85 | 1.3% | |
| 25 | 83 | 1.3% | |
| -206 | 77 | 1.2% | |
| -196 | 77 | 1.2% | |
| 24 | 77 | 1.2% | |
| 21 | 76 | 1.2% | |
| -197 | 75 | 1.1% | |
| 54 | 73 | 1.1% | |
| 19 | 71 | 1.1% | |
| 28 | 71 | 1.1% | |
| -204 | 68 | 1.0% | |
| 26 | 68 | 1.0% | |
| 52 | 63 | 1.0% | |
| 59 | 62 | 0.9% | |
| Other values (329) | 4208 | 63.8% |
| Value | Count | Frequency (%) | |
| -212 | 2 | < 0.1% | |
| -211 | 4 | 0.1% | |
| -210 | 7 | 0.1% | |
| -209 | 9 | 0.1% | |
| -208 | 17 | 0.3% | |
| -207 | 55 | 0.8% | |
| -206 | 77 | 1.2% | |
| -205 | 96 | 1.5% | |
| -204 | 68 | 1.0% | |
| -203 | 85 | 1.3% |
| Value | Count | Frequency (%) | |
| 156 | 1 | < 0.1% | |
| 154 | 1 | < 0.1% | |
| 143 | 3 | < 0.1% | |
| 142 | 18 | 0.3% | |
| 141 | 23 | 0.3% | |
| 140 | 11 | 0.2% | |
| 139 | 10 | 0.2% | |
| 138 | 17 | 0.3% | |
| 137 | 2 | < 0.1% | |
| 136 | 19 | 0.3% |
f28
Real number (ℝ)
| Distinct count | 272 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -102.6659593816308 |
|---|---|
| Minimum | -166.0 |
| Maximum | 145.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -166 |
|---|---|
| 5-th percentile | -161 |
| Q1 | -154 |
| median | -132 |
| Q3 | -85 |
| 95-th percentile | 99 |
| Maximum | 145 |
| Range | 311 |
| Interquartile range (IQR) | 69 |
Descriptive statistics
| Standard deviation | 73.77823184 |
|---|---|
| Coefficient of variation (CV) | -0.718624092 |
| Kurtosis | 3.006905272 |
| Mean | -102.6659594 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 1.924734294 |
| Sum | -677390 |
| Variance | 5443.227493 |
| Value | Count | Frequency (%) | |
| -157 | 229 | 3.5% | |
| -134 | 195 | 3.0% | |
| -160 | 192 | 2.9% | |
| -156 | 192 | 2.9% | |
| -154 | 192 | 2.9% | |
| -158 | 188 | 2.8% | |
| -159 | 167 | 2.5% | |
| -153 | 163 | 2.5% | |
| -161 | 163 | 2.5% | |
| -155 | 162 | 2.5% | |
| -133 | 117 | 1.8% | |
| -89 | 110 | 1.7% | |
| -162 | 105 | 1.6% | |
| -132 | 105 | 1.6% | |
| -88 | 100 | 1.5% | |
| -143 | 99 | 1.5% | |
| -136 | 98 | 1.5% | |
| -144 | 94 | 1.4% | |
| -135 | 78 | 1.2% | |
| -152 | 74 | 1.1% | |
| -90 | 72 | 1.1% | |
| -142 | 69 | 1.0% | |
| -149 | 69 | 1.0% | |
| -126 | 66 | 1.0% | |
| -91 | 65 | 1.0% | |
| Other values (247) | 3434 | 52.0% |
| Value | Count | Frequency (%) | |
| -166 | 2 | < 0.1% | |
| -165 | 15 | 0.2% | |
| -164 | 21 | 0.3% | |
| -163 | 62 | 0.9% | |
| -162 | 105 | 1.6% | |
| -161 | 163 | 2.5% | |
| -160 | 192 | 2.9% | |
| -159 | 167 | 2.5% | |
| -158 | 188 | 2.8% | |
| -157 | 229 | 3.5% |
| Value | Count | Frequency (%) | |
| 145 | 2 | < 0.1% | |
| 144 | 4 | 0.1% | |
| 143 | 2 | < 0.1% | |
| 142 | 14 | 0.2% | |
| 141 | 8 | 0.1% | |
| 140 | 10 | 0.2% | |
| 139 | 15 | 0.2% | |
| 138 | 11 | 0.2% | |
| 137 | 15 | 0.2% | |
| 136 | 11 | 0.2% |
f141
Real number (ℝ)
| Distinct count | 386 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -65.69308881479236 |
|---|---|
| Minimum | -290.0 |
| Maximum | 188.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -290 |
|---|---|
| 5-th percentile | -180 |
| Q1 | -101 |
| median | -64 |
| Q3 | -36 |
| 95-th percentile | 72 |
| Maximum | 188 |
| Range | 478 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 69.09460543 |
|---|---|
| Coefficient of variation (CV) | -1.051778911 |
| Kurtosis | 2.320636859 |
| Mean | -65.69308881 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.6903053233 |
| Sum | -433443 |
| Variance | 4774.0645 |
| Value | Count | Frequency (%) | |
| -27 | 208 | 3.2% | |
| -37 | 200 | 3.0% | |
| -28 | 149 | 2.3% | |
| -26 | 146 | 2.2% | |
| -36 | 142 | 2.2% | |
| -94 | 134 | 2.0% | |
| -64 | 130 | 2.0% | |
| -95 | 104 | 1.6% | |
| -93 | 104 | 1.6% | |
| -63 | 99 | 1.5% | |
| -96 | 97 | 1.5% | |
| -38 | 95 | 1.4% | |
| -35 | 93 | 1.4% | |
| -65 | 90 | 1.4% | |
| -66 | 90 | 1.4% | |
| -92 | 75 | 1.1% | |
| -49 | 74 | 1.1% | |
| -62 | 74 | 1.1% | |
| -91 | 71 | 1.1% | |
| -97 | 71 | 1.1% | |
| -61 | 70 | 1.1% | |
| -39 | 67 | 1.0% | |
| -48 | 60 | 0.9% | |
| -33 | 59 | 0.9% | |
| -25 | 59 | 0.9% | |
| Other values (361) | 4037 | 61.2% |
| Value | Count | Frequency (%) | |
| -290 | 13 | 0.2% | |
| -288 | 1 | < 0.1% | |
| -287 | 11 | 0.2% | |
| -286 | 2 | < 0.1% | |
| -271 | 1 | < 0.1% | |
| -262 | 2 | < 0.1% | |
| -261 | 6 | 0.1% | |
| -257 | 4 | 0.1% | |
| -256 | 1 | < 0.1% | |
| -252 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 188 | 5 | 0.1% | |
| 187 | 2 | < 0.1% | |
| 186 | 1 | < 0.1% | |
| 180 | 1 | < 0.1% | |
| 179 | 7 | 0.1% | |
| 178 | 4 | 0.1% | |
| 177 | 4 | 0.1% | |
| 176 | 2 | < 0.1% | |
| 175 | 4 | 0.1% | |
| 174 | 1 | < 0.1% |
f160
Real number (ℝ)
| Distinct count | 278 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26.07320400121249 |
|---|---|
| Minimum | -136.0 |
| Maximum | 192.0 |
| Zeros | 34 |
| Zeros (%) | 0.5% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -136 |
|---|---|
| 5-th percentile | -130 |
| Q1 | -70 |
| median | -21 |
| Q3 | 9 |
| 95-th percentile | 84 |
| Maximum | 192 |
| Range | 328 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 69.72796449 |
|---|---|
| Coefficient of variation (CV) | -2.674315151 |
| Kurtosis | 1.007962206 |
| Mean | -26.073204 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.6014043239 |
| Sum | -172031 |
| Variance | 4861.989032 |
| Value | Count | Frequency (%) | |
| -21 | 241 | 3.7% | |
| -20 | 225 | 3.4% | |
| -14 | 207 | 3.1% | |
| -32 | 174 | 2.6% | |
| -129 | 152 | 2.3% | |
| -130 | 143 | 2.2% | |
| -8 | 127 | 1.9% | |
| -131 | 121 | 1.8% | |
| 9 | 119 | 1.8% | |
| -9 | 105 | 1.6% | |
| -19 | 103 | 1.6% | |
| -29 | 103 | 1.6% | |
| -25 | 94 | 1.4% | |
| -30 | 91 | 1.4% | |
| -125 | 89 | 1.3% | |
| 185 | 89 | 1.3% | |
| -128 | 88 | 1.3% | |
| -23 | 83 | 1.3% | |
| -24 | 76 | 1.2% | |
| -13 | 74 | 1.1% | |
| 18 | 69 | 1.0% | |
| 8 | 68 | 1.0% | |
| 16 | 67 | 1.0% | |
| -133 | 66 | 1.0% | |
| -15 | 64 | 1.0% | |
| Other values (253) | 3760 | 57.0% |
| Value | Count | Frequency (%) | |
| -136 | 4 | 0.1% | |
| -135 | 12 | 0.2% | |
| -134 | 42 | 0.6% | |
| -133 | 66 | 1.0% | |
| -132 | 61 | 0.9% | |
| -131 | 121 | 1.8% | |
| -130 | 143 | 2.2% | |
| -129 | 152 | 2.3% | |
| -128 | 88 | 1.3% | |
| -127 | 26 | 0.4% |
| Value | Count | Frequency (%) | |
| 192 | 2 | < 0.1% | |
| 190 | 2 | < 0.1% | |
| 188 | 2 | < 0.1% | |
| 186 | 61 | 0.9% | |
| 185 | 89 | 1.3% | |
| 184 | 3 | < 0.1% | |
| 182 | 4 | 0.1% | |
| 181 | 1 | < 0.1% | |
| 180 | 1 | < 0.1% | |
| 179 | 3 | < 0.1% |
f163
Real number (ℝ≥0)
| Distinct count | 292 |
|---|---|
| Unique (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201.76023037284025 |
|---|---|
| Minimum | 73.0 |
| Maximum | 625.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 166 |
| median | 191 |
| Q3 | 215 |
| 95-th percentile | 299 |
| Maximum | 625 |
| Range | 552 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 59.52675104 |
|---|---|
| Coefficient of variation (CV) | 0.295037089 |
| Kurtosis | 9.552820604 |
| Mean | 201.7602304 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.436663549 |
| Sum | 1331214 |
| Variance | 3543.434089 |
| Value | Count | Frequency (%) | |
| 159 | 178 | 2.7% | |
| 172 | 154 | 2.3% | |
| 202 | 143 | 2.2% | |
| 175 | 140 | 2.1% | |
| 176 | 137 | 2.1% | |
| 162 | 125 | 1.9% | |
| 187 | 120 | 1.8% | |
| 196 | 117 | 1.8% | |
| 193 | 112 | 1.7% | |
| 215 | 111 | 1.7% | |
| 171 | 108 | 1.6% | |
| 190 | 108 | 1.6% | |
| 195 | 104 | 1.6% | |
| 194 | 103 | 1.6% | |
| 165 | 103 | 1.6% | |
| 142 | 102 | 1.5% | |
| 205 | 96 | 1.5% | |
| 141 | 92 | 1.4% | |
| 179 | 88 | 1.3% | |
| 201 | 85 | 1.3% | |
| 211 | 84 | 1.3% | |
| 163 | 83 | 1.3% | |
| 210 | 82 | 1.2% | |
| 188 | 81 | 1.2% | |
| 143 | 77 | 1.2% | |
| Other values (267) | 3865 | 58.6% |
| Value | Count | Frequency (%) | |
| 73 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% | |
| 99 | 9 | 0.1% | |
| 100 | 17 | 0.3% | |
| 101 | 16 | 0.2% | |
| 102 | 14 | 0.2% | |
| 103 | 13 | 0.2% | |
| 104 | 1 | < 0.1% | |
| 117 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 625 | 1 | < 0.1% | |
| 624 | 1 | < 0.1% | |
| 615 | 1 | < 0.1% | |
| 611 | 1 | < 0.1% | |
| 610 | 1 | < 0.1% | |
| 607 | 1 | < 0.1% | |
| 602 | 1 | < 0.1% | |
| 595 | 1 | < 0.1% | |
| 593 | 1 | < 0.1% | |
| 591 | 1 | < 0.1% |
f50
Real number (ℝ)
| Distinct count | 374 |
|---|---|
| Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -54.00181873294938 |
|---|---|
| Minimum | -279.0 |
| Maximum | 215.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -279 |
|---|---|
| 5-th percentile | -135 |
| Q1 | -102 |
| median | -62 |
| Q3 | -19 |
| 95-th percentile | 88 |
| Maximum | 215 |
| Range | 494 |
| Interquartile range (IQR) | 83 |
Descriptive statistics
| Standard deviation | 68.29416127 |
|---|---|
| Coefficient of variation (CV) | -1.264664096 |
| Kurtosis | 2.09151944 |
| Mean | -54.00181873 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 0.704498775 |
| Sum | -356304 |
| Variance | 4664.092463 |
| Value | Count | Frequency (%) | |
| -2 | 450 | 6.8% | |
| -103 | 221 | 3.3% | |
| -19 | 199 | 3.0% | |
| -102 | 184 | 2.8% | |
| -18 | 167 | 2.5% | |
| -20 | 148 | 2.2% | |
| -101 | 132 | 2.0% | |
| -22 | 119 | 1.8% | |
| -21 | 107 | 1.6% | |
| -3 | 95 | 1.4% | |
| -24 | 92 | 1.4% | |
| -107 | 90 | 1.4% | |
| -23 | 88 | 1.3% | |
| -17 | 82 | 1.2% | |
| -25 | 76 | 1.2% | |
| -104 | 74 | 1.1% | |
| -100 | 74 | 1.1% | |
| -106 | 69 | 1.0% | |
| -26 | 57 | 0.9% | |
| -27 | 53 | 0.8% | |
| -96 | 53 | 0.8% | |
| -95 | 53 | 0.8% | |
| -105 | 52 | 0.8% | |
| -108 | 52 | 0.8% | |
| -94 | 50 | 0.8% | |
| Other values (349) | 3761 | 57.0% |
| Value | Count | Frequency (%) | |
| -279 | 6 | 0.1% | |
| -278 | 8 | 0.1% | |
| -276 | 2 | < 0.1% | |
| -275 | 3 | < 0.1% | |
| -273 | 1 | < 0.1% | |
| -271 | 1 | < 0.1% | |
| -263 | 1 | < 0.1% | |
| -262 | 6 | 0.1% | |
| -261 | 2 | < 0.1% | |
| -256 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 215 | 1 | < 0.1% | |
| 212 | 1 | < 0.1% | |
| 211 | 5 | 0.1% | |
| 209 | 1 | < 0.1% | |
| 207 | 2 | < 0.1% | |
| 206 | 3 | < 0.1% | |
| 204 | 2 | < 0.1% | |
| 203 | 4 | 0.1% | |
| 200 | 2 | < 0.1% | |
| 199 | 1 | < 0.1% |
| Distinct count | 337 |
|---|---|
| Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -120.37465898757199 |
|---|---|
| Minimum | -324.0 |
| Maximum | 191.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -324 |
|---|---|
| 5-th percentile | -306 |
| Q1 | -184 |
| median | -80 |
| Q3 | -53 |
| 95-th percentile | 36 |
| Maximum | 191 |
| Range | 515 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 109.257008 |
|---|---|
| Coefficient of variation (CV) | -0.9076412674 |
| Kurtosis | -0.6384238218 |
| Mean | -120.374659 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | -0.5551227292 |
| Sum | -794232 |
| Variance | 11937.09381 |
| Value | Count | Frequency (%) | |
| -53 | 221 | 3.3% | |
| -54 | 206 | 3.1% | |
| -52 | 185 | 2.8% | |
| -55 | 153 | 2.3% | |
| -293 | 149 | 2.3% | |
| -50 | 145 | 2.2% | |
| -284 | 119 | 1.8% | |
| -49 | 108 | 1.6% | |
| -51 | 106 | 1.6% | |
| -56 | 105 | 1.6% | |
| -292 | 101 | 1.5% | |
| -57 | 100 | 1.5% | |
| -285 | 96 | 1.5% | |
| -283 | 87 | 1.3% | |
| -48 | 80 | 1.2% | |
| -305 | 74 | 1.1% | |
| -100 | 73 | 1.1% | |
| -58 | 71 | 1.1% | |
| -304 | 71 | 1.1% | |
| -64 | 70 | 1.1% | |
| -306 | 66 | 1.0% | |
| -59 | 62 | 0.9% | |
| -66 | 59 | 0.9% | |
| -68 | 59 | 0.9% | |
| -61 | 58 | 0.9% | |
| Other values (312) | 3974 | 60.2% |
| Value | Count | Frequency (%) | |
| -324 | 1 | < 0.1% | |
| -320 | 1 | < 0.1% | |
| -319 | 2 | < 0.1% | |
| -318 | 1 | < 0.1% | |
| -316 | 8 | 0.1% | |
| -315 | 4 | 0.1% | |
| -314 | 23 | 0.3% | |
| -313 | 3 | < 0.1% | |
| -312 | 21 | 0.3% | |
| -311 | 24 | 0.4% |
| Value | Count | Frequency (%) | |
| 191 | 1 | < 0.1% | |
| 189 | 1 | < 0.1% | |
| 152 | 1 | < 0.1% | |
| 151 | 1 | < 0.1% | |
| 149 | 1 | < 0.1% | |
| 144 | 1 | < 0.1% | |
| 143 | 1 | < 0.1% | |
| 136 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 119 | 3 | < 0.1% |
| Distinct count | 302 |
|---|---|
| Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.498029705971508 |
|---|---|
| Minimum | -172.0 |
| Maximum | 200.0 |
| Zeros | 151 |
| Zeros (%) | 2.3% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -172 |
|---|---|
| 5-th percentile | -77 |
| Q1 | -11 |
| median | 19 |
| Q3 | 62.75 |
| 95-th percentile | 132 |
| Maximum | 200 |
| Range | 372 |
| Interquartile range (IQR) | 73.75 |
Descriptive statistics
| Standard deviation | 61.7087875 |
|---|---|
| Coefficient of variation (CV) | 2.328806639 |
| Kurtosis | 0.5226858505 |
| Mean | 26.49802971 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | -0.1419383283 |
| Sum | 174834 |
| Variance | 3807.974454 |
| Value | Count | Frequency (%) | |
| 35 | 288 | 4.4% | |
| 0 | 151 | 2.3% | |
| 36 | 130 | 2.0% | |
| 3 | 129 | 2.0% | |
| 9 | 124 | 1.9% | |
| -16 | 115 | 1.7% | |
| -20 | 111 | 1.7% | |
| 87 | 104 | 1.6% | |
| 10 | 103 | 1.6% | |
| 1 | 99 | 1.5% | |
| 129 | 96 | 1.5% | |
| 88 | 90 | 1.4% | |
| -1 | 88 | 1.3% | |
| 37 | 85 | 1.3% | |
| 34 | 85 | 1.3% | |
| 40 | 76 | 1.2% | |
| 12 | 76 | 1.2% | |
| 6 | 75 | 1.1% | |
| -11 | 72 | 1.1% | |
| -15 | 70 | 1.1% | |
| -21 | 69 | 1.0% | |
| -4 | 68 | 1.0% | |
| -50 | 66 | 1.0% | |
| 7 | 65 | 1.0% | |
| 5 | 64 | 1.0% | |
| Other values (277) | 4099 | 62.1% |
| Value | Count | Frequency (%) | |
| -172 | 5 | 0.1% | |
| -171 | 19 | 0.3% | |
| -170 | 12 | 0.2% | |
| -169 | 7 | 0.1% | |
| -168 | 4 | 0.1% | |
| -139 | 3 | < 0.1% | |
| -138 | 3 | < 0.1% | |
| -137 | 8 | 0.1% | |
| -136 | 5 | 0.1% | |
| -135 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 200 | 2 | < 0.1% | |
| 199 | 2 | < 0.1% | |
| 198 | 1 | < 0.1% | |
| 197 | 3 | < 0.1% | |
| 196 | 7 | 0.1% | |
| 195 | 3 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 193 | 1 | < 0.1% | |
| 192 | 8 | 0.1% | |
| 190 | 1 | < 0.1% |
| Distinct count | 329 |
|---|---|
| Unique (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -127.93528341921794 |
|---|---|
| Minimum | -342.0 |
| Maximum | 158.0 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -342 |
|---|---|
| 5-th percentile | -290 |
| Q1 | -199.75 |
| median | -92 |
| Q3 | -72 |
| 95-th percentile | 52 |
| Maximum | 158 |
| Range | 500 |
| Interquartile range (IQR) | 127.75 |
Descriptive statistics
| Standard deviation | 101.191126 |
|---|---|
| Coefficient of variation (CV) | -0.7909555778 |
| Kurtosis | -0.5207416202 |
| Mean | -127.9352834 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | -0.4421703967 |
| Sum | -844117 |
| Variance | 10239.64398 |
| Value | Count | Frequency (%) | |
| -283 | 191 | 2.9% | |
| -287 | 150 | 2.3% | |
| -83 | 134 | 2.0% | |
| -72 | 133 | 2.0% | |
| -286 | 130 | 2.0% | |
| -74 | 127 | 1.9% | |
| -71 | 109 | 1.7% | |
| -100 | 106 | 1.6% | |
| -285 | 106 | 1.6% | |
| -76 | 105 | 1.6% | |
| -99 | 104 | 1.6% | |
| -82 | 100 | 1.5% | |
| -70 | 99 | 1.5% | |
| -80 | 94 | 1.4% | |
| -86 | 93 | 1.4% | |
| -81 | 92 | 1.4% | |
| -282 | 92 | 1.4% | |
| -77 | 91 | 1.4% | |
| -276 | 90 | 1.4% | |
| -84 | 90 | 1.4% | |
| -75 | 89 | 1.3% | |
| -101 | 87 | 1.3% | |
| -105 | 83 | 1.3% | |
| -85 | 78 | 1.2% | |
| -68 | 78 | 1.2% | |
| Other values (304) | 3947 | 59.8% |
| Value | Count | Frequency (%) | |
| -342 | 4 | 0.1% | |
| -341 | 1 | < 0.1% | |
| -340 | 2 | < 0.1% | |
| -338 | 5 | 0.1% | |
| -337 | 4 | 0.1% | |
| -336 | 5 | 0.1% | |
| -335 | 1 | < 0.1% | |
| -332 | 2 | < 0.1% | |
| -331 | 17 | 0.3% | |
| -330 | 6 | 0.1% |
| Value | Count | Frequency (%) | |
| 158 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 147 | 1 | < 0.1% | |
| 145 | 1 | < 0.1% | |
| 142 | 1 | < 0.1% | |
| 130 | 1 | < 0.1% | |
| 129 | 1 | < 0.1% | |
| 119 | 1 | < 0.1% | |
| 110 | 2 | < 0.1% | |
| 109 | 2 | < 0.1% |
f155
Real number (ℝ)
| Distinct count | 323 |
|---|---|
| Unique (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.209912094574115 |
|---|---|
| Minimum | -143.0 |
| Maximum | 379.0 |
| Zeros | 25 |
| Zeros (%) | 0.4% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -143 |
|---|---|
| 5-th percentile | -119 |
| Q1 | -43 |
| median | 5 |
| Q3 | 122 |
| 95-th percentile | 180 |
| Maximum | 379 |
| Range | 522 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 98.51150204 |
|---|---|
| Coefficient of variation (CV) | 2.966328298 |
| Kurtosis | -0.02371197402 |
| Mean | 33.20991209 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | 0.4267073794 |
| Sum | 219119 |
| Variance | 9704.516033 |
| Value | Count | Frequency (%) | |
| 127 | 372 | 5.6% | |
| 124 | 196 | 3.0% | |
| 123 | 181 | 2.7% | |
| 126 | 159 | 2.4% | |
| 125 | 137 | 2.1% | |
| 121 | 135 | 2.0% | |
| 2 | 119 | 1.8% | |
| 117 | 108 | 1.6% | |
| -66 | 103 | 1.6% | |
| 122 | 82 | 1.2% | |
| 108 | 81 | 1.2% | |
| -42 | 79 | 1.2% | |
| -51 | 76 | 1.2% | |
| -11 | 73 | 1.1% | |
| 107 | 73 | 1.1% | |
| -50 | 68 | 1.0% | |
| -130 | 64 | 1.0% | |
| 99 | 63 | 1.0% | |
| 1 | 63 | 1.0% | |
| 120 | 60 | 0.9% | |
| -43 | 60 | 0.9% | |
| -33 | 59 | 0.9% | |
| 106 | 57 | 0.9% | |
| 180 | 56 | 0.8% | |
| -136 | 55 | 0.8% | |
| Other values (298) | 4019 | 60.9% |
| Value | Count | Frequency (%) | |
| -143 | 2 | < 0.1% | |
| -136 | 55 | 0.8% | |
| -135 | 24 | 0.4% | |
| -134 | 10 | 0.2% | |
| -133 | 8 | 0.1% | |
| -132 | 21 | 0.3% | |
| -131 | 39 | 0.6% | |
| -130 | 64 | 1.0% | |
| -129 | 20 | 0.3% | |
| -128 | 8 | 0.1% |
| Value | Count | Frequency (%) | |
| 379 | 33 | 0.5% | |
| 378 | 25 | 0.4% | |
| 377 | 9 | 0.1% | |
| 242 | 2 | < 0.1% | |
| 241 | 1 | < 0.1% | |
| 240 | 4 | 0.1% | |
| 238 | 8 | 0.1% | |
| 237 | 1 | < 0.1% | |
| 236 | 2 | < 0.1% | |
| 235 | 5 | 0.1% |
f132
Real number (ℝ)
| Distinct count | 320 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -36.6527735677478 |
|---|---|
| Minimum | -140.0 |
| Maximum | 255.0 |
| Zeros | 33 |
| Zeros (%) | 0.5% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -140 |
|---|---|
| 5-th percentile | -138 |
| Q1 | -115 |
| median | -57.5 |
| Q3 | 20 |
| 95-th percentile | 108 |
| Maximum | 255 |
| Range | 395 |
| Interquartile range (IQR) | 135 |
Descriptive statistics
| Standard deviation | 84.31638583 |
|---|---|
| Coefficient of variation (CV) | -2.300409427 |
| Kurtosis | -0.7250747939 |
| Mean | -36.65277357 |
| Median Absolute Deviation (MAD) | 63.5 |
| Skewness | 0.5367307181 |
| Sum | -241835 |
| Variance | 7109.252919 |
| Value | Count | Frequency (%) | |
| -138 | 467 | 7.1% | |
| -139 | 129 | 2.0% | |
| -117 | 111 | 1.7% | |
| -116 | 110 | 1.7% | |
| 42 | 103 | 1.6% | |
| -121 | 87 | 1.3% | |
| -110 | 85 | 1.3% | |
| 78 | 80 | 1.2% | |
| -136 | 72 | 1.1% | |
| 81 | 71 | 1.1% | |
| -118 | 71 | 1.1% | |
| 9 | 69 | 1.0% | |
| -119 | 65 | 1.0% | |
| -101 | 64 | 1.0% | |
| -120 | 61 | 0.9% | |
| -111 | 60 | 0.9% | |
| 77 | 60 | 0.9% | |
| -129 | 60 | 0.9% | |
| 8 | 59 | 0.9% | |
| -102 | 59 | 0.9% | |
| -86 | 58 | 0.9% | |
| 10 | 58 | 0.9% | |
| 11 | 58 | 0.9% | |
| -88 | 57 | 0.9% | |
| -83 | 56 | 0.8% | |
| Other values (295) | 4368 | 66.2% |
| Value | Count | Frequency (%) | |
| -140 | 6 | 0.1% | |
| -139 | 129 | 2.0% | |
| -138 | 467 | 7.1% | |
| -137 | 26 | 0.4% | |
| -136 | 72 | 1.1% | |
| -135 | 54 | 0.8% | |
| -134 | 2 | < 0.1% | |
| -133 | 1 | < 0.1% | |
| -132 | 18 | 0.3% | |
| -131 | 17 | 0.3% |
| Value | Count | Frequency (%) | |
| 255 | 1 | < 0.1% | |
| 254 | 1 | < 0.1% | |
| 249 | 1 | < 0.1% | |
| 247 | 1 | < 0.1% | |
| 246 | 1 | < 0.1% | |
| 241 | 5 | 0.1% | |
| 240 | 1 | < 0.1% | |
| 239 | 1 | < 0.1% | |
| 238 | 1 | < 0.1% | |
| 236 | 1 | < 0.1% |
| Distinct count | 328 |
|---|---|
| Unique (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -121.6027584116399 |
|---|---|
| Minimum | -343.0 |
| Maximum | 198.0 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -343 |
|---|---|
| 5-th percentile | -319 |
| Q1 | -192.75 |
| median | -74 |
| Q3 | -57 |
| 95-th percentile | 54 |
| Maximum | 198 |
| Range | 541 |
| Interquartile range (IQR) | 135.75 |
Descriptive statistics
| Standard deviation | 111.9018942 |
|---|---|
| Coefficient of variation (CV) | -0.9202249659 |
| Kurtosis | -0.6220142236 |
| Mean | -121.6027584 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.6488812616 |
| Sum | -802335 |
| Variance | 12522.03393 |
| Value | Count | Frequency (%) | |
| -289 | 181 | 2.7% | |
| -55 | 171 | 2.6% | |
| -56 | 171 | 2.6% | |
| -54 | 170 | 2.6% | |
| -57 | 163 | 2.5% | |
| -59 | 162 | 2.5% | |
| -58 | 156 | 2.4% | |
| -60 | 137 | 2.1% | |
| -61 | 136 | 2.1% | |
| -62 | 108 | 1.6% | |
| -53 | 106 | 1.6% | |
| -288 | 104 | 1.6% | |
| -68 | 100 | 1.5% | |
| -67 | 89 | 1.3% | |
| -73 | 83 | 1.3% | |
| -74 | 83 | 1.3% | |
| -287 | 83 | 1.3% | |
| -52 | 82 | 1.2% | |
| -69 | 79 | 1.2% | |
| -63 | 77 | 1.2% | |
| -65 | 76 | 1.2% | |
| -64 | 74 | 1.1% | |
| -66 | 72 | 1.1% | |
| -297 | 71 | 1.1% | |
| -77 | 71 | 1.1% | |
| Other values (303) | 3793 | 57.5% |
| Value | Count | Frequency (%) | |
| -343 | 4 | 0.1% | |
| -342 | 2 | < 0.1% | |
| -341 | 1 | < 0.1% | |
| -338 | 1 | < 0.1% | |
| -336 | 1 | < 0.1% | |
| -335 | 3 | < 0.1% | |
| -334 | 5 | 0.1% | |
| -333 | 12 | 0.2% | |
| -332 | 5 | 0.1% | |
| -331 | 10 | 0.2% |
| Value | Count | Frequency (%) | |
| 198 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 195 | 1 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 153 | 1 | < 0.1% | |
| 152 | 1 | < 0.1% | |
| 136 | 1 | < 0.1% | |
| 112 | 1 | < 0.1% | |
| 109 | 1 | < 0.1% | |
| 104 | 1 | < 0.1% |
f67
Real number (ℝ)
| Distinct count | 181 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -155.73567747802363 |
|---|---|
| Minimum | -167.0 |
| Maximum | 234.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -167 |
|---|---|
| 5-th percentile | -167 |
| Q1 | -166 |
| median | -166 |
| Q3 | -165 |
| 95-th percentile | -129 |
| Maximum | 234 |
| Range | 401 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 48.08447644 |
|---|---|
| Coefficient of variation (CV) | -0.3087569735 |
| Kurtosis | 40.72579584 |
| Mean | -155.7356775 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.318252944 |
| Sum | -1027544 |
| Variance | 2312.116875 |
| Value | Count | Frequency (%) | |
| -166 | 3896 | 59.0% | |
| -167 | 811 | 12.3% | |
| -165 | 527 | 8.0% | |
| -164 | 136 | 2.1% | |
| -161 | 105 | 1.6% | |
| -163 | 92 | 1.4% | |
| -160 | 91 | 1.4% | |
| -159 | 72 | 1.1% | |
| -162 | 54 | 0.8% | |
| -152 | 37 | 0.6% | |
| -158 | 36 | 0.5% | |
| -157 | 34 | 0.5% | |
| 178 | 30 | 0.5% | |
| -149 | 28 | 0.4% | |
| -153 | 26 | 0.4% | |
| -126 | 26 | 0.4% | |
| -156 | 24 | 0.4% | |
| -145 | 20 | 0.3% | |
| -155 | 20 | 0.3% | |
| -142 | 20 | 0.3% | |
| -141 | 20 | 0.3% | |
| -127 | 18 | 0.3% | |
| -148 | 18 | 0.3% | |
| -150 | 17 | 0.3% | |
| -125 | 17 | 0.3% | |
| Other values (156) | 423 | 6.4% |
| Value | Count | Frequency (%) | |
| -167 | 811 | 12.3% | |
| -166 | 3896 | 59.0% | |
| -165 | 527 | 8.0% | |
| -164 | 136 | 2.1% | |
| -163 | 92 | 1.4% | |
| -162 | 54 | 0.8% | |
| -161 | 105 | 1.6% | |
| -160 | 91 | 1.4% | |
| -159 | 72 | 1.1% | |
| -158 | 36 | 0.5% |
| Value | Count | Frequency (%) | |
| 234 | 1 | < 0.1% | |
| 233 | 1 | < 0.1% | |
| 231 | 1 | < 0.1% | |
| 228 | 2 | < 0.1% | |
| 225 | 1 | < 0.1% | |
| 223 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% | |
| 217 | 2 | < 0.1% | |
| 216 | 5 | 0.1% | |
| 215 | 4 | 0.1% |
f84
Real number (ℝ)
| Distinct count | 361 |
|---|---|
| Unique (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.78720824492271 |
|---|---|
| Minimum | -98.0 |
| Maximum | 273.0 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -98 |
|---|---|
| 5-th percentile | -81 |
| Q1 | -35.75 |
| median | 100 |
| Q3 | 134 |
| 95-th percentile | 210 |
| Maximum | 273 |
| Range | 371 |
| Interquartile range (IQR) | 169.75 |
Descriptive statistics
| Standard deviation | 96.73388016 |
|---|---|
| Coefficient of variation (CV) | 1.42702263 |
| Kurtosis | -1.179913014 |
| Mean | 67.78720824 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | -0.1146811174 |
| Sum | 447260 |
| Variance | 9357.443571 |
| Value | Count | Frequency (%) | |
| 194 | 143 | 2.2% | |
| -40 | 128 | 1.9% | |
| -41 | 123 | 1.9% | |
| -39 | 110 | 1.7% | |
| 110 | 108 | 1.6% | |
| -81 | 89 | 1.3% | |
| -42 | 85 | 1.3% | |
| 111 | 84 | 1.3% | |
| 109 | 82 | 1.2% | |
| 105 | 79 | 1.2% | |
| 121 | 79 | 1.2% | |
| 120 | 75 | 1.1% | |
| 137 | 73 | 1.1% | |
| 135 | 71 | 1.1% | |
| 195 | 71 | 1.1% | |
| -37 | 69 | 1.0% | |
| -80 | 67 | 1.0% | |
| 108 | 66 | 1.0% | |
| 107 | 64 | 1.0% | |
| 193 | 63 | 1.0% | |
| 124 | 63 | 1.0% | |
| -92 | 63 | 1.0% | |
| 134 | 63 | 1.0% | |
| 129 | 62 | 0.9% | |
| 136 | 61 | 0.9% | |
| Other values (336) | 4557 | 69.1% |
| Value | Count | Frequency (%) | |
| -98 | 2 | < 0.1% | |
| -97 | 5 | 0.1% | |
| -96 | 16 | 0.2% | |
| -95 | 20 | 0.3% | |
| -94 | 33 | 0.5% | |
| -93 | 56 | 0.8% | |
| -92 | 63 | 1.0% | |
| -91 | 16 | 0.2% | |
| -90 | 5 | 0.1% | |
| -89 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 273 | 2 | < 0.1% | |
| 272 | 9 | 0.1% | |
| 271 | 8 | 0.1% | |
| 270 | 8 | 0.1% | |
| 269 | 12 | 0.2% | |
| 268 | 3 | < 0.1% | |
| 267 | 10 | 0.2% | |
| 264 | 1 | < 0.1% | |
| 260 | 1 | < 0.1% | |
| 258 | 1 | < 0.1% |
f23
Real number (ℝ)
| Distinct count | 397 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -61.6191270081843 |
|---|---|
| Minimum | -253.0 |
| Maximum | 213.0 |
| Zeros | 47 |
| Zeros (%) | 0.7% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -253 |
|---|---|
| 5-th percentile | -216 |
| Q1 | -154 |
| median | -41 |
| Q3 | 8 |
| 95-th percentile | 70.15 |
| Maximum | 213 |
| Range | 466 |
| Interquartile range (IQR) | 162 |
Descriptive statistics
| Standard deviation | 94.52470947 |
|---|---|
| Coefficient of variation (CV) | -1.53401572 |
| Kurtosis | -0.8188060654 |
| Mean | -61.61912701 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | -0.245844916 |
| Sum | -406563 |
| Variance | 8934.920701 |
| Value | Count | Frequency (%) | |
| 2 | 304 | 4.6% | |
| -42 | 183 | 2.8% | |
| 21 | 174 | 2.6% | |
| -43 | 162 | 2.5% | |
| 3 | 158 | 2.4% | |
| 19 | 149 | 2.3% | |
| 20 | 140 | 2.1% | |
| 18 | 131 | 2.0% | |
| 1 | 111 | 1.7% | |
| 17 | 95 | 1.4% | |
| -44 | 84 | 1.3% | |
| -41 | 82 | 1.2% | |
| 4 | 69 | 1.0% | |
| -40 | 65 | 1.0% | |
| 10 | 59 | 0.9% | |
| 16 | 56 | 0.8% | |
| 7 | 54 | 0.8% | |
| 9 | 51 | 0.8% | |
| -219 | 49 | 0.7% | |
| -45 | 48 | 0.7% | |
| -221 | 47 | 0.7% | |
| 0 | 47 | 0.7% | |
| 11 | 46 | 0.7% | |
| 15 | 44 | 0.7% | |
| -185 | 42 | 0.6% | |
| Other values (372) | 4148 | 62.9% |
| Value | Count | Frequency (%) | |
| -253 | 4 | 0.1% | |
| -252 | 2 | < 0.1% | |
| -250 | 1 | < 0.1% | |
| -248 | 7 | 0.1% | |
| -247 | 1 | < 0.1% | |
| -245 | 5 | 0.1% | |
| -244 | 8 | 0.1% | |
| -243 | 2 | < 0.1% | |
| -242 | 2 | < 0.1% | |
| -241 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 213 | 1 | < 0.1% | |
| 212 | 5 | 0.1% | |
| 211 | 1 | < 0.1% | |
| 210 | 1 | < 0.1% | |
| 209 | 6 | 0.1% | |
| 204 | 6 | 0.1% | |
| 203 | 2 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 193 | 1 | < 0.1% | |
| 192 | 1 | < 0.1% |
f108
Real number (ℝ)
| Distinct count | 388 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -108.78872385571385 |
|---|---|
| Minimum | -292.0 |
| Maximum | 167.0 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -292 |
|---|---|
| 5-th percentile | -251 |
| Q1 | -178 |
| median | -92 |
| Q3 | -41 |
| 95-th percentile | 13 |
| Maximum | 167 |
| Range | 459 |
| Interquartile range (IQR) | 137 |
Descriptive statistics
| Standard deviation | 86.42993474 |
|---|---|
| Coefficient of variation (CV) | -0.7944751227 |
| Kurtosis | -0.6371522552 |
| Mean | -108.7887239 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | -0.140131892 |
| Sum | -717788 |
| Variance | 7470.133618 |
| Value | Count | Frequency (%) | |
| -120 | 213 | 3.2% | |
| -14 | 154 | 2.3% | |
| -119 | 151 | 2.3% | |
| -15 | 149 | 2.3% | |
| -16 | 123 | 1.9% | |
| -13 | 88 | 1.3% | |
| -78 | 83 | 1.3% | |
| -118 | 79 | 1.2% | |
| -17 | 75 | 1.1% | |
| -121 | 74 | 1.1% | |
| -79 | 66 | 1.0% | |
| -12 | 63 | 1.0% | |
| -63 | 59 | 0.9% | |
| -29 | 55 | 0.8% | |
| -85 | 54 | 0.8% | |
| -80 | 54 | 0.8% | |
| -77 | 52 | 0.8% | |
| -64 | 52 | 0.8% | |
| -65 | 52 | 0.8% | |
| -76 | 52 | 0.8% | |
| -84 | 49 | 0.7% | |
| -92 | 47 | 0.7% | |
| -83 | 47 | 0.7% | |
| -19 | 42 | 0.6% | |
| -62 | 41 | 0.6% | |
| Other values (363) | 4624 | 70.1% |
| Value | Count | Frequency (%) | |
| -292 | 1 | < 0.1% | |
| -291 | 4 | 0.1% | |
| -290 | 5 | 0.1% | |
| -289 | 12 | 0.2% | |
| -288 | 6 | 0.1% | |
| -287 | 5 | 0.1% | |
| -286 | 4 | 0.1% | |
| -285 | 10 | 0.2% | |
| -284 | 9 | 0.1% | |
| -283 | 11 | 0.2% |
| Value | Count | Frequency (%) | |
| 167 | 2 | < 0.1% | |
| 165 | 2 | < 0.1% | |
| 164 | 3 | < 0.1% | |
| 163 | 3 | < 0.1% | |
| 162 | 1 | < 0.1% | |
| 160 | 1 | < 0.1% | |
| 159 | 1 | < 0.1% | |
| 158 | 3 | < 0.1% | |
| 156 | 1 | < 0.1% | |
| 153 | 1 | < 0.1% |
| Distinct count | 386 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -104.8208548044862 |
|---|---|
| Minimum | -333.0 |
| Maximum | 172.0 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Memory size | 51.7 KiB |
Quantile statistics
| Minimum | -333 |
|---|---|
| 5-th percentile | -248 |
| Q1 | -178 |
| median | -82 |
| Q3 | -57 |
| 95-th percentile | 45 |
| Maximum | 172 |
| Range | 505 |
| Interquartile range (IQR) | 121 |
Descriptive statistics
| Standard deviation | 86.98407808 |
|---|---|
| Coefficient of variation (CV) | -0.8298356109 |
| Kurtosis | -0.04964489983 |
| Mean | -104.8208548 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | -0.2998622213 |
| Sum | -691608 |
| Variance | 7566.229839 |
| Value | Count | Frequency (%) | |
| -247 | 184 | 2.8% | |
| -246 | 180 | 2.7% | |
| -248 | 135 | 2.0% | |
| -62 | 100 | 1.5% | |
| -191 | 94 | 1.4% | |
| -245 | 93 | 1.4% | |
| -192 | 92 | 1.4% | |
| -60 | 88 | 1.3% | |
| -194 | 86 | 1.3% | |
| -64 | 85 | 1.3% | |
| -67 | 85 | 1.3% | |
| -69 | 84 | 1.3% | |
| -63 | 83 | 1.3% | |
| -58 | 80 | 1.2% | |
| -59 | 76 | 1.2% | |
| -61 | 73 | 1.1% | |
| -66 | 72 | 1.1% | |
| -68 | 70 | 1.1% | |
| -57 | 70 | 1.1% | |
| -75 | 69 | 1.0% | |
| -95 | 68 | 1.0% | |
| -65 | 68 | 1.0% | |
| -193 | 68 | 1.0% | |
| -70 | 66 | 1.0% | |
| -74 | 65 | 1.0% | |
| Other values (361) | 4364 | 66.1% |
| Value | Count | Frequency (%) | |
| -333 | 3 | < 0.1% | |
| -332 | 4 | 0.1% | |
| -330 | 2 | < 0.1% | |
| -329 | 3 | < 0.1% | |
| -328 | 3 | < 0.1% | |
| -327 | 3 | < 0.1% | |
| -326 | 3 | < 0.1% | |
| -325 | 2 | < 0.1% | |
| -324 | 2 | < 0.1% | |
| -323 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 172 | 1 | < 0.1% | |
| 169 | 1 | < 0.1% | |
| 167 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 163 | 1 | < 0.1% | |
| 161 | 1 | < 0.1% | |
| 147 | 1 | < 0.1% | |
| 125 | 3 | < 0.1% | |
| 124 | 2 | < 0.1% | |
| 123 | 3 | < 0.1% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.7 KiB |
| 0 | |
|---|---|
| 1 | 1017 |
| Value | Count | Frequency (%) | |
| 0 | 5581 | 84.6% | |
| 1 | 1017 | 15.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| f136 | f29 | f118 | f28 | f141 | f160 | f163 | f50 | f104 | f59 | f14 | f155 | f132 | f44 | f67 | f84 | f23 | f108 | f74 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -19.0 | -67.0 | 61.0 | -89.0 | -149.0 | -7.0 | 156.0 | -2.0 | -306.0 | -4.0 | -299.0 | 128.0 | -118.0 | -314.0 | -166.0 | 112.0 | -67.0 | -35.0 | -256.0 | 1 |
| 1 | -94.0 | 32.0 | 37.0 | -91.0 | -26.0 | 52.0 | 169.0 | -179.0 | -305.0 | 48.0 | -281.0 | 115.0 | -128.0 | -318.0 | -166.0 | 127.0 | 2.0 | -117.0 | -189.0 | 1 |
| 2 | -93.0 | 22.0 | 38.0 | -88.0 | -26.0 | 57.0 | 165.0 | -128.0 | -305.0 | 40.0 | -283.0 | 77.0 | -129.0 | -317.0 | -166.0 | 55.0 | 2.0 | -119.0 | -190.0 | 1 |
| 3 | -93.0 | 32.0 | 37.0 | -91.0 | -26.0 | 52.0 | 168.0 | -180.0 | -306.0 | 47.0 | -282.0 | 115.0 | -128.0 | -319.0 | -166.0 | 128.0 | 2.0 | -118.0 | -191.0 | 1 |
| 4 | -93.0 | 31.0 | 37.0 | -91.0 | -26.0 | 52.0 | 168.0 | -180.0 | -306.0 | 47.0 | -282.0 | 115.0 | -128.0 | -319.0 | -166.0 | 128.0 | 2.0 | -118.0 | -191.0 | 1 |
| 5 | -93.0 | 21.0 | 38.0 | -88.0 | -26.0 | 56.0 | 164.0 | -126.0 | -306.0 | 40.0 | -284.0 | 76.0 | -129.0 | -318.0 | -166.0 | 55.0 | 3.0 | -120.0 | -191.0 | 1 |
| 6 | -23.0 | 22.0 | 23.0 | -134.0 | -94.0 | 55.0 | 165.0 | -129.0 | -303.0 | 41.0 | -285.0 | 74.0 | -129.0 | -298.0 | -166.0 | 55.0 | -42.0 | -15.0 | -244.0 | 1 |
| 7 | -23.0 | 33.0 | 19.0 | -136.0 | -90.0 | 50.0 | 169.0 | -180.0 | -305.0 | 49.0 | -285.0 | 117.0 | -128.0 | -304.0 | -166.0 | 128.0 | -40.0 | -13.0 | -246.0 | 1 |
| 8 | -23.0 | 33.0 | 19.0 | -136.0 | -90.0 | 50.0 | 169.0 | -180.0 | -305.0 | 48.0 | -285.0 | 117.0 | -128.0 | -304.0 | -166.0 | 128.0 | -40.0 | -13.0 | -246.0 | 1 |
| 9 | -23.0 | 22.0 | 23.0 | -134.0 | -94.0 | 55.0 | 165.0 | -129.0 | -303.0 | 41.0 | -285.0 | 74.0 | -129.0 | -298.0 | -166.0 | 55.0 | -42.0 | -15.0 | -244.0 | 1 |
Last rows
| f136 | f29 | f118 | f28 | f141 | f160 | f163 | f50 | f104 | f59 | f14 | f155 | f132 | f44 | f67 | f84 | f23 | f108 | f74 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6588 | 106.0 | 9.0 | 57.0 | -151.0 | -42.0 | -10.0 | 195.0 | -87.0 | -51.0 | -21.0 | -124.0 | 127.0 | -97.0 | -76.0 | -166.0 | -12.0 | 22.0 | -145.0 | -72.0 | 0 |
| 6589 | -112.0 | 9.0 | 107.0 | 128.0 | -62.0 | -8.0 | 195.0 | -83.0 | -52.0 | -21.0 | -112.0 | 127.0 | -99.0 | -80.0 | -166.0 | -10.0 | 10.0 | -139.0 | -47.0 | 0 |
| 6590 | 106.0 | 11.0 | 48.0 | -149.0 | -38.0 | 14.0 | 187.0 | -80.0 | -52.0 | -16.0 | -130.0 | 7.0 | -86.0 | -80.0 | -166.0 | -30.0 | 23.0 | -152.0 | -84.0 | 0 |
| 6591 | -137.0 | 9.0 | 52.0 | 71.0 | -42.0 | -4.0 | 195.0 | -64.0 | -57.0 | -22.0 | -93.0 | 127.0 | -102.0 | -93.0 | -166.0 | -8.0 | -24.0 | -121.0 | -47.0 | 0 |
| 6592 | -110.0 | 11.0 | 105.0 | 131.0 | -59.0 | 14.0 | 188.0 | -76.0 | -54.0 | -17.0 | -117.0 | 7.0 | -88.0 | -84.0 | -166.0 | -27.0 | 13.0 | -145.0 | -52.0 | 0 |
| 6593 | -23.0 | -51.0 | -187.0 | -153.0 | -124.0 | -14.0 | 171.0 | -51.0 | -118.0 | 64.0 | -77.0 | 124.0 | 1.0 | -101.0 | -166.0 | -69.0 | -198.0 | -222.0 | -55.0 | 0 |
| 6594 | -28.0 | -41.0 | -197.0 | -160.0 | -125.0 | -9.0 | 158.0 | -44.0 | -112.0 | 75.0 | -74.0 | -49.0 | -75.0 | -90.0 | -166.0 | -73.0 | -201.0 | -192.0 | -61.0 | 0 |
| 6595 | -28.0 | -59.0 | -203.0 | -161.0 | -130.0 | -8.0 | 159.0 | -18.0 | -119.0 | 25.0 | -82.0 | -47.0 | -117.0 | -108.0 | -165.0 | -55.0 | -197.0 | -162.0 | -60.0 | 0 |
| 6596 | -23.0 | -63.0 | -194.0 | -154.0 | -113.0 | -14.0 | 171.0 | -20.0 | -127.0 | 15.0 | -86.0 | 124.0 | -6.0 | -119.0 | -166.0 | -48.0 | -180.0 | -202.0 | -55.0 | 0 |
| 6597 | -23.0 | 63.0 | -191.0 | -154.0 | -125.0 | -14.0 | 171.0 | -39.0 | -121.0 | 150.0 | -79.0 | 124.0 | -4.0 | -105.0 | -110.0 | -58.0 | -196.0 | -207.0 | -56.0 | 0 |
Most frequent
| f136 | f29 | f118 | f28 | f141 | f160 | f163 | f50 | f104 | f59 | f14 | f155 | f132 | f44 | f67 | f84 | f23 | f108 | f74 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 25 | -92.0 | -67.0 | 38.0 | -84.0 | -26.0 | -125.0 | 185.0 | -2.0 | -310.0 | -4.0 | -283.0 | -136.0 | -139.0 | -325.0 | -166.0 | 111.0 | 3.0 | -122.0 | -194.0 | 0 | 8 |
| 55 | -86.0 | -64.0 | 37.0 | -89.0 | -29.0 | 185.0 | 159.0 | -2.0 | -302.0 | 3.0 | -274.0 | 156.0 | -112.0 | -316.0 | -159.0 | 106.0 | 1.0 | -119.0 | -189.0 | 0 | 7 |
| 36 | -92.0 | 25.0 | 36.0 | -92.0 | -28.0 | -128.0 | 215.0 | -103.0 | -283.0 | 35.0 | -273.0 | -11.0 | 73.0 | -293.0 | -166.0 | -42.0 | 1.0 | -118.0 | -190.0 | 0 | 6 |
| 39 | -92.0 | 25.0 | 38.0 | -85.0 | -26.0 | -125.0 | 189.0 | -101.0 | -284.0 | 35.0 | -276.0 | -136.0 | -139.0 | -297.0 | -166.0 | -40.0 | 3.0 | -121.0 | -194.0 | 0 | 6 |
| 42 | -92.0 | 26.0 | 37.0 | -88.0 | -27.0 | -131.0 | 400.0 | -103.0 | -285.0 | 35.0 | -275.0 | 13.0 | -136.0 | -297.0 | -166.0 | 12.0 | 2.0 | -120.0 | -192.0 | 0 | 6 |
| 54 | -86.0 | -64.0 | 37.0 | -90.0 | -30.0 | 185.0 | 162.0 | -2.0 | -300.0 | 3.0 | -273.0 | 156.0 | -112.0 | -315.0 | -159.0 | 105.0 | 0.0 | -119.0 | -189.0 | 0 | 5 |
| 110 | -21.0 | 25.0 | 25.0 | -132.0 | -96.0 | -124.0 | 190.0 | -101.0 | -293.0 | 35.0 | -287.0 | -135.0 | -139.0 | -288.0 | -166.0 | -40.0 | -43.0 | -16.0 | -246.0 | 0 | 5 |
| 127 | -20.0 | 25.0 | 19.0 | -136.0 | -92.0 | -128.0 | 217.0 | -103.0 | -292.0 | 35.0 | -286.0 | -11.0 | 75.0 | -289.0 | -166.0 | -42.0 | -41.0 | -13.0 | -248.0 | 0 | 5 |
| 9 | -94.0 | -66.0 | 35.0 | -89.0 | -26.0 | -93.0 | 118.0 | -2.0 | -312.0 | -2.0 | -285.0 | 377.0 | -136.0 | -326.0 | -166.0 | 112.0 | 3.0 | -119.0 | -196.0 | 0 | 4 |
| 10 | -94.0 | 25.0 | 36.0 | -89.0 | -26.0 | -94.0 | 119.0 | -101.0 | -285.0 | 34.0 | -278.0 | 378.0 | -136.0 | -300.0 | -166.0 | -37.0 | 3.0 | -119.0 | -195.0 | 0 | 4 |